| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PPVR (test) | Demographic Parity0.0357 | 14 | 1mo ago | ||
| PPR (test) | AdaFair | Demographic Parity0 | 14 | 1mo ago | |
| Income (test) | EPAF-C | Disparate Impact (DP)0.1924 | 14 | 1mo ago | |
| Credit (test) | Disparate Impact (DP)0.1762 | 14 | 1mo ago | ||
| Adult dataset | DPD-0.1928 | 12 | 9d ago | ||
| UCI Adult | Accuracy81.65 | 12 | 1mo ago | ||
| ADULT (test) | Fair Self-Bounding Learning Algorithm | Risk20.27 | 11 | 1mo ago | |
| Ricci (test) | DP30.93 | 7 | 1mo ago | ||
| Adult gender | TabFairGan | Demographic Parity Difference0.0273 | 5 | 1mo ago | |
| MEPS (test) | Fair Self-Bounding Learning Algorithm | Risk45.28 | 2 | 1mo ago | |
| COMPAS (test) | Fair Self-Bounding Learning Algorithm | Risk Score36.34 | 2 | 1mo ago |
